Antenna Season Report Notebook

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))

# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder

# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "29"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"

display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 29 Report

import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna

# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 110 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 105 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect

# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs

this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])]) 

Table 1: Per-Night RTP Summary Info For This Atenna

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 29, Node 1:

JDs	A Priori Status	Auto Metrics Flags	Dead Fraction in Ant Metrics (Jee)	Dead Fraction in Ant Metrics (Jnn)	Crossed Fraction in Ant Metrics	Flag Fraction Before Redcal	Flagged By Redcal chi^2 Fraction	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	Average Dead Ant Metric (Jee)	Average Dead Ant Metric (Jnn)	Average Crossed Ant Metric	Median chi^2 Per Antenna (Jee)	Median chi^2 Per Antenna (Jnn)
2459594	digital_ok	0.00%	0.00%	0.00%	0.00%	1.08%	0.00%	1.629537	-0.650903	0.376750	-0.234266	-0.328422	-0.402642	-0.025674	-0.219940	0.7477	0.7383	0.2332	3.280642	3.177512
2459593	digital_ok	0.00%	0.00%	0.00%	0.00%	2.15%	18.28%	-0.007810	-0.105182	-0.190111	0.314168	0.081615	-0.003315	-0.538301	0.120958	0.6703	0.6525	0.2033	3.669646	3.547728
2459592	digital_ok	0.00%	100.00%	100.00%	0.00%	-	-	1.381177	-0.948089	-0.501549	-1.142938	0.797133	-0.990263	2.144989	0.032230	0.0338	0.0304	0.0008	nan	nan
2459591	digital_ok	0.00%	0.00%	0.00%	0.00%	1.62%	0.00%	-0.542447	-0.955791	-0.451419	0.069881	-0.356647	-0.655592	-0.768586	-0.376792	0.5478	0.5538	0.2984	1.629824	1.569334
2459590	digital_ok	0.00%	0.00%	0.00%	0.00%	1.62%	0.00%	-0.168458	-0.460127	-0.026231	0.381900	-0.245946	-0.612160	-0.629610	-0.260025	0.5520	0.5534	0.2939	2.225092	2.154469
2459589	digital_ok	0.00%	0.00%	0.00%	0.00%	2.69%	1.61%	-0.664321	-0.780165	-0.047892	0.309548	-0.484225	-0.926966	-0.801281	-0.413418	0.6360	0.6182	0.2291	2.311367	2.114035
2459588	digital_ok	0.00%	0.00%	0.00%	0.00%	2.69%	7.53%	1.027986	-0.836876	-0.463810	0.493948	-0.803359	-0.141721	-0.775304	-0.120169	0.7358	0.7051	0.1915	6.940102	5.027375
2459587	digital_ok	0.00%	-	-	-	4.20%	0.00%	-0.362493	-0.437587	-0.221372	0.371135	-0.641813	0.910880	-1.026341	-0.063663	nan	nan	nan	0.675490	0.715758
2459586	digital_ok	0.00%	0.00%	0.00%	0.00%	2.16%	41.08%	-0.490085	-0.945237	0.076095	-0.808334	-1.093629	0.009787	-0.998258	-0.101621	0.5544	0.5601	0.2827	2.865008	2.669582
2459585	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.114408	-1.126182	-0.081897	-1.180785	1.055445	-0.689477	2.838845	1.185805	0.0331	0.0325	0.0011	0.000000	0.000000
2459584	digital_ok	0.00%	25.21%	24.01%	0.00%	34.13%	0.00%	-0.533648	-0.079134	-0.159701	1.252550	-1.338845	1.039308	-0.852024	-0.673629	0.4909	0.4943	0.2902	1.367566	1.368552
2459583	digital_ok	0.00%	0.00%	0.00%	0.00%	3.23%	4.84%	-1.224623	-0.740777	-0.706436	-0.071746	0.452272	0.038136	-0.818268	0.044590	0.5433	0.5429	0.3088	1.597760	1.832197
2459582	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	291.746657	299.604664	inf	inf	11599.432339	11538.610934	6077.724046	6056.965118	nan	nan	nan	0.000000	0.000000
2459581	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	0.000000	0.000000
2459580	digital_ok	0.00%	0.00%	0.00%	0.00%	3.76%	3.76%	-1.214238	-0.789146	-0.833639	0.162580	-0.246702	0.517628	-1.146048	-0.001253	0.5586	0.5602	0.3087	2.062990	2.022626
2459579	digital_ok	0.00%	0.00%	0.00%	0.00%	3.76%	2.15%	-0.836895	-0.577005	-0.746617	0.103010	0.688233	0.269301	-0.704735	0.249036	0.5549	0.5577	0.3114	1.949934	1.948173
2459578	digital_ok	100.00%	100.00%	100.00%	0.00%	-	-	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	nan	nan
2459577	digital_ok	0.00%	0.00%	0.00%	0.00%	3.78%	8.11%	-1.642930	-0.906975	-0.997992	-0.132352	0.555355	-0.128113	-0.857790	-0.412575	0.5593	0.5618	0.3073	1.910233	1.858292
2459576	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-1.231588	-0.748507	-0.802776	-0.403015	-0.143908	-0.488300	-0.670949	-0.293205	0.0636	0.0741	0.0097	1.205431	1.198996
2459575	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	0.000000	0.000000
2459574	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-1.105143	-0.482184	-0.861400	-0.583912	-0.616174	-0.062001	-0.892564	1.365359	0.0720	0.0907	0.0121	1.189964	1.189157
2459573	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	0.000000	0.000000
2459572	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-1.127977	-0.667356	-0.852198	-0.417885	0.177511	-0.713992	-0.458979	0.552309	0.0500	0.0584	0.0040	1.113984	1.110927
2459571	digital_ok	0.00%	100.00%	100.00%	0.00%	-	-	-0.411096	0.259523	-0.817814	-0.044675	0.341570	0.194716	-0.677132	-0.104835	0.0355	0.0320	0.0022	nan	nan
2459570	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	0.000000	0.000000
2459569	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-1.096957	-0.745163	-0.835266	-0.336795	-1.286476	-0.628690	-0.982774	-0.670775	0.0667	0.0788	0.0060	1.208737	1.214752
2459566	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-1.411905	-0.474604	-0.627242	-0.052924	0.375125	0.278097	-0.731038	-0.476078	0.0685	0.0887	0.0141	1.098191	1.099197
2459565	digital_ok	0.00%	-	-	-	100.00%	0.00%	-0.301489	-0.301489	-0.301515	-0.301515	-0.686513	-0.686513	-0.816541	-0.816541	nan	nan	nan	0.000000	0.000000
2459564	digital_ok	0.00%	0.00%	0.00%	0.00%	5.20%	0.00%	-1.167440	-0.292649	-0.713721	-1.543087	0.476374	-0.715986	-0.546819	-0.262226	0.7132	0.7082	0.3871	1.900998	1.772191
2459563	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	0.000000	0.000000
2459562	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	0.000000	0.000000
2459561	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	0.000000	0.000000
2459560	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	0.000000	0.000000
2459559	digital_ok	0.00%	0.00%	0.00%	0.00%	5.38%	2.69%	-0.932020	-0.400427	-0.285430	-0.918507	1.168290	-0.536634	-0.146901	-0.236075	0.7090	0.7066	0.3769	1.765663	1.679983
2459558	digital_ok	0.00%	0.00%	0.00%	0.00%	5.38%	9.14%	-1.116655	-0.448697	-0.843946	0.024840	0.570183	0.037606	-0.756787	-0.097695	0.7105	0.7044	0.3847	1.553456	1.603210
2459557	digital_ok	-	100.00%	100.00%	0.00%	-	-	nan	nan	nan	nan	nan	nan	nan	nan	0.0396	0.0360	0.0025	nan	nan
2459556	digital_ok	0.00%	0.00%	0.00%	0.00%	4.86%	2.16%	-1.112840	-0.615453	-0.802194	-0.139023	0.772013	-0.289219	-1.081577	0.156979	0.7119	0.7072	0.3803	1.601423	1.700934
2459554	digital_ok	-	0.00%	0.00%	0.00%	-	-	nan	nan	nan	nan	nan	nan	nan	nan	0.7013	0.6947	0.3996	nan	nan
2459553	digital_ok	-	0.00%	0.00%	0.00%	-	-	nan	nan	nan	nan	nan	nan	nan	nan	0.7116	0.7051	0.3903	nan	nan
2459552	digital_ok	0.00%	0.00%	0.00%	0.00%	4.86%	95.14%	-0.890228	-0.364598	-0.785669	0.875219	0.457899	0.607209	-0.820959	-0.418747	0.7200	0.7145	0.3838	7.387467	6.134736
2459551	digital_ok	0.00%	0.00%	0.00%	0.00%	5.38%	1.08%	-0.793666	-0.404528	-0.308154	-0.979789	1.368305	-0.639748	-0.197492	-0.036028	0.7095	0.7084	0.3840	1.821575	1.670511
2459550	digital_ok	-	100.00%	100.00%	0.00%	-	-	nan	nan	nan	nan	nan	nan	nan	nan	0.0351	0.0352	0.0018	nan	nan
2459549	digital_ok	0.00%	0.00%	0.00%	0.00%	4.86%	0.00%	-1.334162	-0.836893	-0.912860	0.077660	0.976064	-0.750751	-0.736955	-0.220443	0.7108	0.7083	0.3915	1.910942	1.764942
2459542	digital_ok	0.00%	0.00%	0.00%	0.00%	22.32%	0.00%	-1.475817	-1.168559	-0.637656	1.384972	-0.582965	-0.682436	-0.848804	-0.402891	0.7647	0.7552	0.3450	1.847273	1.580451
2459541	digital_ok	0.00%	1.79%	1.79%	0.00%	21.88%	0.00%	-1.342768	-1.197795	-0.363105	0.256733	0.070000	-1.022123	-1.143225	-0.756765	0.7561	0.7435	0.3191	1.579865	1.486846
2459540	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	0.000000	0.000000
2459536	digital_ok	0.00%	0.00%	0.00%	0.00%	5.93%	0.00%	-1.886698	-1.806755	-0.670401	0.932730	0.893954	1.050819	-0.970389	-1.146347	0.7398	0.7354	0.4099	2.081932	1.899323
2459535	digital_ok	0.00%	0.00%	0.00%	0.00%	21.43%	8.48%	-0.955080	-0.686460	-0.062153	-0.835735	0.070178	-1.053395	-0.047419	0.011769	0.7849	0.7547	0.3656	2.216520	1.819147
2459534	digital_ok	0.00%	0.00%	0.00%	0.00%	20.98%	2.23%	-0.991531	-0.622486	0.082434	-0.882339	0.260389	-0.740271	-0.032202	0.018695	0.7771	0.7537	0.3533	1.976096	1.788983
2459533	digital_ok	0.00%	0.00%	0.00%	0.00%	4.89%	0.54%	-1.367800	-1.390291	-0.900189	0.422392	1.149447	-0.501914	-0.387017	0.629526	0.7218	0.7092	0.4015	1.681821	1.594633
2459532	digital_ok	0.00%	0.00%	0.00%	0.00%	5.00%	11.67%	-0.991676	-0.992731	-0.953170	0.339357	0.387953	-0.529221	-0.348979	0.292512	0.7217	0.7064	0.4034	1.997912	1.748503
2459530	digital_ok	0.00%	0.00%	0.00%	0.00%	4.73%	1.18%	-0.982953	-0.466628	-0.186970	-0.755781	0.891547	-0.546527	-0.111555	0.174572	0.7417	0.7243	0.3988	2.002207	1.849600
2459527	digital_ok	0.00%	-	-	-	100.00%	0.00%	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	0.000000	0.000000
2459524	digital_ok	0.00%	0.00%	0.00%	0.00%	100.00%	0.00%	-1.344926	-1.752418	-0.478539	0.362202	-0.811938	-0.102798	-0.543840	-0.303432	0.9056	0.9329	0.3040	0.000000	0.000000
2459523	digital_ok	0.00%	-	-	-	22.45%	0.00%	-1.488708	-0.936475	-0.771110	0.558958	-0.031869	0.225644	0.217899	0.011149	nan	nan	nan	2.514843	2.249690
2459522	digital_ok	0.00%	0.00%	0.00%	0.00%	0.00%	0.00%	-0.902083	-0.876322	-1.070658	0.385315	2.705095	0.864558	1.055076	0.840460	0.6959	0.6479	0.3562	1.443175	1.530362
2459513	digital_ok	0.00%	100.00%	100.00%	0.00%	-	-	-0.436228	0.304807	-0.972698	-0.546328	0.458443	0.293916	-0.630556	-0.132379	0.0351	0.0364	0.0020	nan	nan
2459508	digital_ok	0.00%	0.00%	0.00%	0.00%	81.58%	0.00%	-1.214961	-1.463973	-0.541822	-0.490779	-0.295049	-1.453846	-1.026388	-0.770236	0.9070	0.9355	0.2024	0.000000	0.000000
2459505	digital_ok	0.00%	0.00%	0.00%	0.00%	0.00%	0.00%	-0.766005	-0.594286	-0.466392	-0.442712	0.855409	-0.687367	-0.527216	-0.281562	0.8908	0.8564	0.1887	6.571340	6.003774
2459503	digital_ok	0.00%	0.00%	0.00%	0.00%	89.47%	0.00%	-1.237316	-1.277326	-0.962717	0.275358	-0.708854	0.319312	-0.898004	-0.742727	0.8597	0.8490	0.4672	0.000000	0.000000
2459501	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-1.207433	-1.229522	-1.036920	0.588314	0.932793	-0.459508	-0.545091	-0.727689	0.0878	0.1256	0.0150	0.000000	0.000000
2459500	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-1.022085	-1.649681	-0.823995	0.251707	-0.569859	0.204064	-0.715559	-0.762104	0.0963	0.1264	0.0164	0.000000	0.000000
2459499	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-1.123522	-1.651621	-0.674544	0.136415	-0.639846	-0.076723	-0.634504	-0.659014	0.0781	0.1317	0.0071	0.000000	0.000000
2459498	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-1.354447	-1.197837	-0.993147	0.340971	-0.566997	0.215206	-0.243527	-0.344692	0.0991	0.1297	0.0167	0.000000	0.000000
2459497	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-1.475898	-0.842234	-0.858380	0.603459	-0.872194	0.236722	-0.780545	-0.646129	0.0922	0.1047	0.0119	0.000000	0.000000
2459496	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-1.673386	-1.515566	-0.830707	0.321769	-1.110106	0.182034	-0.814094	-0.674118	0.1237	0.1428	0.0212	0.000000	0.000000
2459495	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-1.193826	-1.273851	-0.752696	0.348363	-0.909756	0.196706	-0.855398	-0.737969	0.1321	0.1410	0.0208	0.000000	0.000000
2459494	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.921131	-1.486882	-0.550659	0.221791	-0.914251	-0.200891	-0.060133	-0.286960	0.1092	0.1365	0.0216	0.000000	0.000000
2459492	digital_ok	0.00%	0.00%	0.00%	0.00%	50.00%	0.00%	-1.160185	-1.323571	-0.089502	0.688311	1.352541	0.009928	-0.705099	-1.504435	0.7610	0.7987	0.3420	0.207186	0.211410
2459491	digital_ok	0.00%	0.00%	0.00%	0.00%	50.00%	0.00%	-1.624381	-1.059304	0.170260	0.511003	-0.503976	-1.114013	-1.425314	-1.478219	0.8001	0.8150	0.2676	0.886698	0.796465
2459490	digital_ok	0.00%	0.00%	0.00%	0.00%	47.37%	0.00%	-0.957097	-0.862826	0.399026	0.672901	0.548264	-0.353804	-1.204210	-1.202390	0.7484	0.7944	0.3778	2.162395	1.998562
2459489	digital_ok	0.00%	0.00%	0.00%	0.00%	47.37%	0.00%	-1.109919	-1.397840	0.068207	0.505971	0.180937	-0.850779	-0.540502	-0.871353	0.7692	0.8027	0.3154	1.964440	1.856727
2459488	digital_ok	0.00%	0.00%	0.00%	0.00%	85.71%	0.00%	-0.901198	-1.477575	-0.207828	0.683908	0.031659	-0.628846	-0.828324	-0.417693	0.7695	0.8049	0.3539	0.000000	0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.

html_to_display = ''
for am_html in auto_metric_htmls:
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line: 
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD).

HTML(html_to_display)

Antenna 29: 2459634

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	ee Temporal Variability	0.206810	0.196669	0.196669	0.196449	0.196449	0.206810	0.206810	0.205809	0.205809

---

Antenna 29: 2459632

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Power	0.017944	-0.606119	-0.305725	0.009746	0.017944	-0.675424	-0.664537	-1.182347	-0.032909

---

Antenna 29: 2459631

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Temporal Discontinuties	0.381416	-0.179994	-0.804823	0.121137	0.015961	-0.736839	-0.511839	0.381416	-1.093614

---

Antenna 29: 2459630

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Temporal Discontinuties	0.460157	-0.686087	0.118019	-0.058500	0.027713	-0.984435	-0.572428	-1.003589	0.460157

---

Antenna 29: 2459629

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Temporal Discontinuties	0.763473	-0.672383	-0.284708	0.161054	-0.011980	-0.954203	-0.754879	-1.201925	0.763473

---

Antenna 29: 2459628

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Temporal Discontinuties	1.818595	-0.366150	-0.532127	-0.273212	0.138179	-0.829497	-0.630110	1.818595	-0.755733

---

Antenna 29: 2459627

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	ee Temporal Variability	0.575048	0.530557	0.530557	0.536458	0.536458	0.575048	0.575048	0.573114	0.573114

---

Antenna 29: 2459626

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Temporal Discontinuties	1.787246	-0.656917	-0.609141	-0.060711	0.354791	0.101595	-0.842852	1.787246	-0.705038

---

Antenna 29: 2459625

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 29: 2459624

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Temporal Discontinuties	2.061217	-0.595597	-1.142362	-0.235208	0.076822	-0.593439	-0.934933	2.061217	-0.849304

---

Antenna 29: 2459623

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	ee Shape	nan	nan	nan	nan	nan	nan	nan	nan	nan

---

Antenna 29: 2459622

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Temporal Discontinuties	0.619678	-0.814182	-1.139998	-0.200082	-0.299339	-0.890313	0.129137	0.619678	-0.954066

---

Antenna 29: 2459621

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Shape	-0.007530	-0.007530	-1.580363	-0.050625	-0.035981	-0.727446	-0.817709	-0.289897	-1.238154

---

Antenna 29: 2459620

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Temporal Discontinuties	0.888182	-0.532285	-0.971152	-0.879284	-0.994144	0.138208	0.737684	0.888182	0.841657

---

Antenna 29: 2459619

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Temporal Discontinuties	0.376497	-0.541647	-0.779092	-0.512977	-0.503252	-0.391879	-0.402595	0.376497	-0.764387

---

Antenna 29: 2459618

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Temporal Discontinuties	1.520798	-0.646545	-0.750693	-0.020941	0.171477	-0.879281	-0.407180	1.520798	-0.675159

---

Antenna 29: 2459617

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Temporal Discontinuties	3.071078	-0.507403	-0.674109	0.241649	-0.363537	-0.426269	-0.548573	2.086791	3.071078

---

Antenna 29: 2459616

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Temporal Discontinuties	1.359403	-0.457594	-0.842623	-0.167885	-0.089787	-0.807590	-0.467125	1.359403	-0.690786

---

Antenna 29: 2459615

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Temporal Discontinuties	0.500567	-0.587609	-0.396898	0.169129	-0.194497	-0.528314	-0.878644	-0.890380	0.500567

---

Antenna 29: 2459614

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	ee Power	0.148149	-0.585141	-0.283700	0.148149	-0.396866	-1.095049	-0.540170	-1.409521	-0.197249

---

Antenna 29: 2459613

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	ee Shape	nan	nan	nan	nan	nan	nan	nan	nan	nan

---

Antenna 29: 2459612

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	ee Power	0.600317	-0.062401	-0.727106	0.600317	-0.265284	-0.748451	-0.220103	0.419254	0.061469

---

Antenna 29: 2459611

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Temporal Discontinuties	0.276019	-0.496410	-0.792281	0.070882	-0.271450	-1.042109	-0.613471	-0.646074	0.276019

---

Antenna 29: 2459610

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	ee Power	-0.031916	-0.304744	-0.858713	-0.031916	-0.067019	-0.330135	-0.715377	-0.570272	-0.213162

---

Antenna 29: 2459609

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Temporal Discontinuties	0.218600	-0.847225	-0.247085	-0.250702	-0.763407	-0.795468	-0.408920	0.218600	-0.756667

---

Antenna 29: 2459608

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	ee Temporal Variability	0.396450	-0.880803	-0.227635	-0.241835	-0.279557	-0.564935	0.396450	0.032598	-0.688989

---

Antenna 29: 2459607

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Temporal Variability	-0.322649	-0.792449	-0.729467	-0.360052	-1.037550	-0.322649	-1.211882	-0.571017	-1.312851

---

Antenna 29: 2459605

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	ee Temporal Discontinuties	1.947354	1.584701	-0.590157	-0.774927	-1.086614	0.848612	0.357079	1.947354	0.037143

---

Antenna 29: 2459604

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	ee Power	inf	341.135629	353.508775	inf	inf	37.611118	58.859213	209.296712	573.147896

---

Antenna 29: 2459603

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Temporal Discontinuties	2.054236	0.096477	-0.384718	-0.706978	0.100746	0.896480	0.822759	1.865808	2.054236

---

Antenna 29: 2459602

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Temporal Discontinuties	0.781969	-0.103543	-0.247030	-0.027523	-0.391148	-0.504687	0.078889	0.781969	-0.173166

---

Antenna 29: 2459598

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Shape	0.726822	0.003146	0.726822	-0.123792	0.183999	-1.135551	0.509449	-0.818757	0.055072

---

Antenna 29: 2459597

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Temporal Discontinuties	1.608865	0.567418	-0.203504	-0.018720	-0.432034	-0.490296	-0.048504	1.608865	-0.026618

---

Antenna 29: 2459596

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Shape	0.615657	0.615657	-0.273207	-0.034333	0.171327	-0.349217	-0.732710	0.367743	-0.865470

---

Antenna 29: 2459595

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Temporal Variability	1.038702	-0.899220	-0.720091	0.318823	0.158351	1.038702	-0.228899	0.215442	-0.260699

---

Antenna 29: 2459594

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	ee Shape	1.629537	1.629537	-0.650903	0.376750	-0.234266	-0.328422	-0.402642	-0.025674	-0.219940

---

Antenna 29: 2459593

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Power	0.314168	-0.007810	-0.105182	-0.190111	0.314168	0.081615	-0.003315	-0.538301	0.120958

---

Antenna 29: 2459592

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	ee Temporal Discontinuties	2.144989	-0.948089	1.381177	-1.142938	-0.501549	-0.990263	0.797133	0.032230	2.144989

---

Antenna 29: 2459591

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Power	0.069881	-0.955791	-0.542447	0.069881	-0.451419	-0.655592	-0.356647	-0.376792	-0.768586

---

Antenna 29: 2459590

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Power	0.381900	-0.168458	-0.460127	-0.026231	0.381900	-0.245946	-0.612160	-0.629610	-0.260025

---

Antenna 29: 2459589

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Power	0.309548	-0.780165	-0.664321	0.309548	-0.047892	-0.926966	-0.484225	-0.413418	-0.801281

---

Antenna 29: 2459588

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	ee Shape	1.027986	1.027986	-0.836876	-0.463810	0.493948	-0.803359	-0.141721	-0.775304	-0.120169

---

Antenna 29: 2459587

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Temporal Variability	0.910880	-0.437587	-0.362493	0.371135	-0.221372	0.910880	-0.641813	-0.063663	-1.026341

---

Antenna 29: 2459586

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	ee Power	0.076095	-0.490085	-0.945237	0.076095	-0.808334	-1.093629	0.009787	-0.998258	-0.101621

---

Antenna 29: 2459585

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	ee Temporal Discontinuties	2.838845	0.114408	-1.126182	-0.081897	-1.180785	1.055445	-0.689477	2.838845	1.185805

---

Antenna 29: 2459584

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Power	1.252550	-0.533648	-0.079134	-0.159701	1.252550	-1.338845	1.039308	-0.852024	-0.673629

---

Antenna 29: 2459583

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	ee Temporal Variability	0.452272	-1.224623	-0.740777	-0.706436	-0.071746	0.452272	0.038136	-0.818268	0.044590

---

Antenna 29: 2459582

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Power	inf	299.604664	291.746657	inf	inf	11538.610934	11599.432339	6056.965118	6077.724046

---

Antenna 29: 2459581

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 29: 2459580

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Temporal Variability	0.517628	-0.789146	-1.214238	0.162580	-0.833639	0.517628	-0.246702	-0.001253	-1.146048

---

Antenna 29: 2459579

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	ee Temporal Variability	0.688233	-0.836895	-0.577005	-0.746617	0.103010	0.688233	0.269301	-0.704735	0.249036

---

Antenna 29: 2459578

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 29: 2459577

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	ee Temporal Variability	0.555355	-0.906975	-1.642930	-0.132352	-0.997992	-0.128113	0.555355	-0.412575	-0.857790

---

Antenna 29: 2459576

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	ee Temporal Variability	-0.143908	-0.748507	-1.231588	-0.403015	-0.802776	-0.488300	-0.143908	-0.293205	-0.670949

---

Antenna 29: 2459575

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 29: 2459574

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Temporal Discontinuties	1.365359	-1.105143	-0.482184	-0.861400	-0.583912	-0.616174	-0.062001	-0.892564	1.365359

---

Antenna 29: 2459573

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 29: 2459572

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Temporal Discontinuties	0.552309	-0.667356	-1.127977	-0.417885	-0.852198	-0.713992	0.177511	0.552309	-0.458979

---

Antenna 29: 2459571

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	ee Temporal Variability	0.341570	0.259523	-0.411096	-0.044675	-0.817814	0.194716	0.341570	-0.104835	-0.677132

---

Antenna 29: 2459570

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 29: 2459569

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Power	-0.336795	-0.745163	-1.096957	-0.336795	-0.835266	-0.628690	-1.286476	-0.670775	-0.982774

---

Antenna 29: 2459566

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	ee Temporal Variability	0.375125	-0.474604	-1.411905	-0.052924	-0.627242	0.278097	0.375125	-0.476078	-0.731038

---

Antenna 29: 2459565

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Shape	-0.301489	-0.301489	-0.301489	-0.301515	-0.301515	-0.686513	-0.686513	-0.816541	-0.816541

---

Antenna 29: 2459564

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	ee Temporal Variability	0.476374	-1.167440	-0.292649	-0.713721	-1.543087	0.476374	-0.715986	-0.546819	-0.262226

---

Antenna 29: 2459563

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 29: 2459562

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 29: 2459561

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 29: 2459560

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 29: 2459559

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	ee Temporal Variability	1.168290	-0.932020	-0.400427	-0.285430	-0.918507	1.168290	-0.536634	-0.146901	-0.236075

---

Antenna 29: 2459558

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	ee Temporal Variability	0.570183	-0.448697	-1.116655	0.024840	-0.843946	0.037606	0.570183	-0.097695	-0.756787

---

Antenna 29: 2459556

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	ee Temporal Variability	0.772013	-0.615453	-1.112840	-0.139023	-0.802194	-0.289219	0.772013	0.156979	-1.081577

---

Antenna 29: 2459552

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Power	0.875219	-0.364598	-0.890228	0.875219	-0.785669	0.607209	0.457899	-0.418747	-0.820959

---

Antenna 29: 2459551

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	ee Temporal Variability	1.368305	-0.404528	-0.793666	-0.979789	-0.308154	-0.639748	1.368305	-0.036028	-0.197492

---

Antenna 29: 2459549

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	ee Temporal Variability	0.976064	-1.334162	-0.836893	-0.912860	0.077660	0.976064	-0.750751	-0.736955	-0.220443

---

Antenna 29: 2459542

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Power	1.384972	-1.168559	-1.475817	1.384972	-0.637656	-0.682436	-0.582965	-0.402891	-0.848804

---

Antenna 29: 2459541

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Power	0.256733	-1.197795	-1.342768	0.256733	-0.363105	-1.022123	0.070000	-0.756765	-1.143225

---

Antenna 29: 2459540

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 29: 2459536

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Temporal Variability	1.050819	-1.806755	-1.886698	0.932730	-0.670401	1.050819	0.893954	-1.146347	-0.970389

---

Antenna 29: 2459535

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	ee Temporal Variability	0.070178	-0.955080	-0.686460	-0.062153	-0.835735	0.070178	-1.053395	-0.047419	0.011769

---

Antenna 29: 2459534

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	ee Temporal Variability	0.260389	-0.622486	-0.991531	-0.882339	0.082434	-0.740271	0.260389	0.018695	-0.032202

---

Antenna 29: 2459533

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	ee Temporal Variability	1.149447	-1.367800	-1.390291	-0.900189	0.422392	1.149447	-0.501914	-0.387017	0.629526

---

Antenna 29: 2459532

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	ee Temporal Variability	0.387953	-0.991676	-0.992731	-0.953170	0.339357	0.387953	-0.529221	-0.348979	0.292512

---

Antenna 29: 2459530

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	ee Temporal Variability	0.891547	-0.466628	-0.982953	-0.755781	-0.186970	-0.546527	0.891547	0.174572	-0.111555

---

Antenna 29: 2459527

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Shape	nan	nan	nan	nan	nan	nan	nan	nan	nan

---

Antenna 29: 2459524

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Power	0.362202	-1.344926	-1.752418	-0.478539	0.362202	-0.811938	-0.102798	-0.543840	-0.303432

---

Antenna 29: 2459523

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Power	0.558958	-1.488708	-0.936475	-0.771110	0.558958	-0.031869	0.225644	0.217899	0.011149

---

Antenna 29: 2459522

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	ee Temporal Variability	2.705095	-0.876322	-0.902083	0.385315	-1.070658	0.864558	2.705095	0.840460	1.055076

---

Antenna 29: 2459513

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	ee Temporal Variability	0.458443	0.304807	-0.436228	-0.546328	-0.972698	0.293916	0.458443	-0.132379	-0.630556

---

Antenna 29: 2459508

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	ee Temporal Variability	-0.295049	-1.463973	-1.214961	-0.490779	-0.541822	-1.453846	-0.295049	-0.770236	-1.026388

---

Antenna 29: 2459506

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	ee Temporal Discontinuties	1.057574	-1.374086	-1.381833	-0.400896	-0.216986	-0.196474	-1.110559	1.057574	0.854043

---

Antenna 29: 2459505

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	ee Temporal Variability	0.855409	-0.594286	-0.766005	-0.442712	-0.466392	-0.687367	0.855409	-0.281562	-0.527216

---

Antenna 29: 2459503

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Temporal Variability	0.319312	-1.237316	-1.277326	-0.962717	0.275358	-0.708854	0.319312	-0.898004	-0.742727

---

Antenna 29: 2459501

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	ee Temporal Variability	0.932793	-1.207433	-1.229522	-1.036920	0.588314	0.932793	-0.459508	-0.545091	-0.727689

---

Antenna 29: 2459500

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Power	0.251707	-1.022085	-1.649681	-0.823995	0.251707	-0.569859	0.204064	-0.715559	-0.762104

---

Antenna 29: 2459499

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Power	0.136415	-1.651621	-1.123522	0.136415	-0.674544	-0.076723	-0.639846	-0.659014	-0.634504

---

Antenna 29: 2459498

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Power	0.340971	-1.354447	-1.197837	-0.993147	0.340971	-0.566997	0.215206	-0.243527	-0.344692

---

Antenna 29: 2459497

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Power	0.603459	-0.842234	-1.475898	0.603459	-0.858380	0.236722	-0.872194	-0.646129	-0.780545

---

Antenna 29: 2459496

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Power	0.321769	-1.673386	-1.515566	-0.830707	0.321769	-1.110106	0.182034	-0.814094	-0.674118

---

Antenna 29: 2459495

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Power	0.348363	-1.193826	-1.273851	-0.752696	0.348363	-0.909756	0.196706	-0.855398	-0.737969

---

Antenna 29: 2459494

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Power	0.221791	-1.486882	-0.921131	0.221791	-0.550659	-0.200891	-0.914251	-0.286960	-0.060133

---

Antenna 29: 2459492

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	ee Temporal Variability	1.352541	-1.323571	-1.160185	0.688311	-0.089502	0.009928	1.352541	-1.504435	-0.705099

---

Antenna 29: 2459491

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Power	0.511003	-1.624381	-1.059304	0.170260	0.511003	-0.503976	-1.114013	-1.425314	-1.478219

---

Antenna 29: 2459490

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Power	0.672901	-0.862826	-0.957097	0.672901	0.399026	-0.353804	0.548264	-1.202390	-1.204210

---

Antenna 29: 2459489

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Power	0.505971	-1.109919	-1.397840	0.068207	0.505971	0.180937	-0.850779	-0.540502	-0.871353

---

Antenna 29: 2459488

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
29	1	digital_ok	nn Power	0.683908	-0.901198	-1.477575	-0.207828	0.683908	0.031659	-0.628846	-0.828324	-0.417693

---